activity
20192023
most citedPredicting Solar Flares Using CNN and LSTM on Two Solar Cycles of Active Region Data

78 citations · 215 across the 6 of their papers we have counts for

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Showing 2020Show all

2 papers · 1 filter

stat.AP2020★ 3 cited

Matrix Completion Methods for the Total Electron Content Video Reconstruction

Hu Sun, Zhijun Hua, Jiaen Ren +3

The total electron content (TEC) maps can be used to estimate the signal delay of GPS due to the ionospheric electron content between a receiver and satellite. This delay can resul…

astro-ph.SR2020★ 71 cited

Predicting solar flares with machine learning: investigating solar cycle dependence

Xiantong Wang, Yang Chen, Gabor Toth +7

A deep learning network, Long-Short Term Memory (LSTM) network, is used in this work to predict whether the maximum flare class an active region (AR) will produce in the next 24 ho…